当前位置: X-MOL 学术J. Neuro-Ophthalmol. › 论文详情
Our official English website, www.x-mol.net, welcomes your feedback! (Note: you will need to create a separate account there.)
Deep Learning and Transfer Learning for Optic Disc Laterality Detection: Implications for Machine Learning in Neuro-Ophthalmology.
Journal of Neuro-Ophthalmology ( IF 2.0 ) Pub Date : 2020-06-01 , DOI: 10.1097/wno.0000000000000827
T Y Alvin Liu 1 , Daniel S W Ting , Paul H Yi , Jinchi Wei , Hongxi Zhu , Prem S Subramanian , Taibo Li , Ferdinand K Hui , Gregory D Hager , Neil R Miller
Affiliation  

Deep learning (DL) has demonstrated human expert levels of performance for medical image classification in a wide array of medical fields, including ophthalmology. In this article, we present the results of our DL system designed to determine optic disc laterality, right eye vs left eye, in the presence of both normal and abnormal optic discs.

中文翻译:

用于光盘横向检测的深度学习和转移学习:对神经眼科机器学习的启示。

深度学习(DL)已证明人类专家在包括眼科在内的众多医学领域中对医学图像分类的性能水平。在本文中,我们介绍了DL系统的结果,该系统旨在确定在正常和异常视盘同时存在的情况下,右眼与左眼的视盘横向性。
更新日期:2020-05-22
down
wechat
bug